Best ChatGPT prompts for Microbiologists

Generate a list of all scientific articles published in the past year on bacterial identification methods, ordered by relevance to a new microorganism discovery, with a focus on next-generation sequencing techniques and their applications in microbiology.

Assume I have a dataset of 150,000 microbial gene expression levels from previous studies. I want ChatGPT to analyze this data and generate a report that compares the expression levels of genes involved in antibiotic resistance across different bacterial strains.

Given a dataset of 10,000 known bacterial compounds and their antimicrobial efficacy profiles, I want ChatGPT to simulate the growth inhibition effects of new compounds with unknown efficacy, using genetic algorithm optimization to find the most effective compound combinations.

I need a Python code snippet that leverages existing libraries to extract and format microbiome data from publicly available repositories, including the European Nucleotide Archive and the NCBI Sequence Read Archive.

Using knowledge graph embedding techniques, I want ChatGPT to predict the potential interactions between host microbiome and a new antimicrobial compound, given the compound's molecular structure and the host microbiome's species composition.